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Default RStudio environment definition should be increased to 2 vCPU and 4 GB RAM.
As Data Scientist we are working a lot with RStudio. The default RStudio environment definition (1 vCPU and 1 GB RAM) is too small for RStudio. The limit of 1 GB is quickly reached and the pod is then restarted. And you do not understand what happ...
I have more than 1000+ script & data, it is hard to managed. In my local environment, there is a file-system so that I can create folders/sub-folders to put the assets in right position but it is not on CPD.
Show meaningful error messages (when there is no access to platform connections)
Currently notebooks can not be started, when there is a storage volume from platform connections in the project and the user does not have access to platform connection The error message shown is "Notebook could not be loaded", which does not prov...
Python packages installed by the Data Scientist are not persistently stored in the WSUSER home directory like in RStudio
When a runtime environment is stopped, the installed Python packages are also deleted. And you have to install the packages again when starting the runtime environment or after starting by Python program. This can take a long time for some package...
Currently Data Refinery doesn't have default operation to manipulate date type data. For example, to manipulate date type of field by adding several days to the original fields, we need to use following custom code: mutate(ExpiryDate = as.Date( Pu...
Allow central configuration of platform settings (especially for SSL CA setup for Git)
Many platform parameters need to be configured using config parameters In order to configure the CA for a self-hosted Git server in R Studio, the CAs needs to be added through the Git integration token in the UI. Even though this works, it is coun...
Evolve Data Refinement to more advanced capabilities
To make Data Refinement more attractive to Data Scientists, more advanced capabilities should be available, like some of the features available in AutoAI today, but still with the opportunity to build models manually. Like Train/Test Split, Encodi...
profile label "Values" not Sideways but upside down in multibyte lang.
Not for functionality but just for appearance about internationalization. Graph label "Values" in the profile shows upside down in multibyte lang. Steps: In analytics project, open a data asset (ex. Accout.csv) Click "Profile" tab. If not yet run,...
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